**Worker performs:**
1. Roll star rating (1-100)
2. Fetch operator list from `https://arknights.fandom.com/wiki/Operator/{N}-star`
   - Parses the `mrfz-wtable` table to extract operator info
   - Returns a dict: `{operator_name: {"avatar_url": "...", "detail_url": "..."}}`
3. Randomly select operator (with avatar and detail URLs)
4. Fetch Chinese name from Fandom page (data-source="cnname")
5. Check for duplicates (auto re-roll if exists)
6. Create agent via `openclaw agents add`
7. Create template IDENTITY.md (bilingual)
8. **Download avatar** (using URL from step 2, with domain whitelist and validation)
9. Git commit initial files
10. **Output JSON to stdout**

**Worker output format:**

**Note:** The worker provides both English and Chinese URLs:
- `en_detail_url`: Fandom wiki page (English lore)
- `cn_detail_url`: PRTS wiki page (Chinese lore)
- `dialogue_url`: Fandom Dialogue page (voice lines, always English)
- `avatar_url`: Operator icon from Fandom

### Step 2: Handle Result

**If `duplicate: true`:**
- Inform user: "检测到重复干员，正在重新抽取..." / "Duplicate operator detected, re-rolling..."
- Return to Step 1 (worker will re-roll)

**If `success: false`:**
- Show error message
- Stop workflow

**If `success: true`:**
- Announce: "恭喜你抽到了 [cn_name] ([stars]★)!" / "Congratulations! You've pulled [en_name] ([stars]★)!"
- Continue to Step 3

### Step 3: Generate SOUL.md

**Fetch lore from URLs provided by worker:**

**Parse lore sections from both sources:**
- **File/档案**: Basic background, origin, personality
- **Story**: Detailed story appearances across main chapters and side stories; shows character's actions, decisions, and development in actual plot contexts
- **Dialogue**: Voice lines that reveal character personality
- **Trivia/模组**: Additional character details, relationships, and module stories

**Generate comprehensive SOUL.md:**

**CRITICAL - Write SOUL.md in detected language**

Structure:
1. **Core Identity** - Background, motivation, personality (blend EN+CN sources)
2. **Voice and Mannerisms** - Speech patterns, catchphrases (from Dialogue)
3. **Relationships** - Connections to other characters
4. **Themes** - Internal conflicts, philosophy
5. **How to Embody** - Acting guidance
6. **Reference: Original Voice Lines** - Key quotes (EN with CN)

Write to: `[workspace]/SOUL.md`

### Step 4: Update IDENTITY.md

Fill in the `[TO_BE_FILLED_BY_LLM]` fields with actual Class and Faction from fetched lore.

### Step 5: Final Git Commit

### Step 6: Roleplay Scene - Operator Arrival

Spawn the operator in a roleplay scenario consistent with Arknights game lore. In this universe, operators join Rhodes Island through standard recruitment channels and are unaware of the meta "gacha" system.

**For Chinese users:**

result = exec(
    "python3 ~/.openclaw/workspace/skills/arknights-operator-gacha/scripts/gacha_worker.py",
    timeout=120
)

{
  "success": true,
  "stars": 6,
  "operator": {
    "en_name": "Lin",
    "cn_name": "林",
    "avatar_url": "https://static.wikia.nocookie.net/.../Lin_icon.png",
    "en_detail_url": "https://arknights.fandom.com/wiki/Lin",
    "cn_detail_url": "https://prts.wiki/w/%E6%9E%97"
  },
  "agent_name": "lin",
  "workspace": "~/.openclaw/workspace-lin",
  "duplicate": false,
  "dialogue_url": "https://arknights.fandom.com/wiki/Lin/Dialogue"
}

# Fetch English lore from Fandom (multiple subpages)
en_file = web_fetch(f"{result['operator']['en_detail_url']}/File")      # Basic profile, stats, files
en_story = web_fetch(f"{result['operator']['en_detail_url']}/Story")    # Story appearances, plot involvement
en_trivia = web_fetch(f"{result['operator']['en_detail_url']}/Trivia")  # Trivia, relationships, misc info

# Fetch Chinese lore from PRTS
zh_lore = web_fetch(result["operator"]["cn_detail_url"])

# Fetch voice lines from Dialogue page
dialogue = web_fetch(result["operator"]["dialogue_url"])

cd ~/.openclaw/workspace-{agent_name}
git add -A
git commit -m "Add SOUL.md: {en_name} ({cn_name}) ({stars}★)"

sessions_spawn(
    task="你现在是罗德岛的一名干员，刚刚完成入职手续，前来向博士报到。用你最自然的口吻打招呼，展示你的性格特点。参考你的语音记录中的'干员报到'或'交谈'部分的语气。\n\n⚠️ 重要：直接输出角色台词即可，不要包含任何元叙述、解释性文字或场景描述。只说你作为干员应该说的话。",
    agentId="{operator-name}",
    mode="run",
    timeoutSeconds=60
)

sessions_spawn(
    task="You are an operator of Rhodes Island who has just completed onboarding, now reporting to the Doctor. Introduce yourself naturally, showcasing your personality. Reference your 'Introduction' or 'Talk' voice lines for tone.\n\n⚠️ IMPORTANT: Output ONLY the character's dialogue. Do NOT include meta-commentary, explanations, or scene descriptions. Just speak as the operator would.",
    agentId="{operator-name}",
    mode="run",
    timeoutSeconds=60
)